Call for Papers and Special Sessions
IEEE EAIS 2022 will provide a working and friendly atmosphere and will be a leading international forum focusing on the discussion of recent advances, the exchange of recent innovations and the outline of open important future challenges in the area of Evolving and Adaptive Intelligent Systems. Over the past decade, this area has emerged to play an important role on a broad international level in today’s real-world applications, especially those ones with high complexity and dynamic changes. Its embedded modelling and learning methodologies are able to cope with real-time demands, changing operation conditions, varying environmental influences, human behaviors, knowledge expansion scenarios and drifts in online data streams.
**** TOPICS ****
Evolving Soft Computing Techniques. Evolving Fuzzy Systems. Evolving Rule-Based Classifiers. Evolving Neuro-Fuzzy Systems. Adaptive Evolving Neural Networks. Online Genetic and Evolutionary Algorithms. Data Stream Mining. Incremental and Evolving Clustering. Adaptive Pattern Recognition. Incremental and Evolving ML Classifiers. Adaptive Statistical Techniques. Evolving Decision Systems. Big Data.
Problems and Methodologies in Data Streams
Stability, Robustness, Convergence in Evolving Systems. Online Feature Selection and Dimension Reduction. Online Active and Semi-supervised Learning. Online Complexity Reduction. Computational Aspects. Interpretability Issues. Incremental Adaptive Ensemble Methods. Online Bagging and Boosting. Self-monitoring Evolving Systems. Human-Machine Interaction Issues. Hybrid Modeling, Transfer Learning. Reservoir Computing.
Applications of EAIS
Time Series Prediction. Data Stream Mining and Adaptive Knowledge Discovery. Robotics. Intelligent Transport and Advanced Manufacturing. Advanced Communications and Multimedia Applications. Bioinformatics and Medicine. Online Quality Control and Fault Diagnosis. Condition Monitoring Systems. Adaptive Evolving Controller Design. User Activities Recognition. Huge Database and Web Mining. Visual Inspection and Image Classification. Image Processing. Cloud Computing. Multiple Sensor Networks. Query Systems and Social Networks. Alternative Statistical and Machine Learning Approaches.
**** SPECIAL SESSIONS ****
Distinguished researchers working in theory, analysis and applications of evolving adaptive and intelligent systems and related areas are encouraged to submit proposals within the technical scope of IEEE EAIS 2022. Researchers interested in organizing special sessions are invited to submit a formal proposal to the special session chair Dr. Gabriella Casalino (email@example.com) and to the general chair Prof. George Angelos Papadopoulos (firstname.lastname@example.org) by specifying:
- Special Session Lead Organizer email address, details and mini-bio
- Co-Organizer(s) details and mini-bio (optional)
- Special Session title
- Aim and scope of the Special Session (~half a page)
- A list of main topics of the Special Session
- A list of potential/expected contributors
Special Session Proposals Deadline : October 1, 2021
**** SUBMISSIONS ****
All submitted papers must present research advances and should appropriately follow the purpose and topics of the conference. Contributions will be selected based upon their quality as evaluated by the reviewers. An online submission system for contributions will be made available on this webpage soon.
Submitted papers should not exceed 8 pages plus at most 2 pages over-length. All contributions have to be prepared according to the IEEE conference style guidelines. Templates following these guidelines can be downloaded from the IEEE website (use e.g., bare_conf.tex as an example for LaTeX based contribution).
All contributions finally accepted for the conference will be published in the conference proceedings on the IEEE Xplore Digital Library, provided that at least one of the authors has registered in time.
Authors of selected papers will be invited to submit extended versions to a special issue in the Springer international journal: Evolving Systems – An lnterdisciplinary Journal for Advanced Science and Technology.
Submissions of full papers are accepted online through the EasyChair system.
EAIS2022 proceedings will be published on IEEE Xplore Digital Library. Authors of selected papers will be invited to submit extended versions for possible inclusion in a special issue of Evolving Systems – An Interdisciplinary Journal for Advanced Science and Technology (Springer).